VOL. 47 · NO. 1 | February 2019
 
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Frontmatter
Ann. Statist. 47 (1), (February 2019)
No abstract available
Ann. Statist. 47 (1), (February 2019)
No abstract available
Articles
Marie-Hélène Descary, Victor M. Panaretos
Ann. Statist. 47 (1), 1-38, (February 2019) DOI: 10.1214/17-AOS1590
KEYWORDS: analyticity, banding, Covariance operator, functional PCA, low rank, resolution, scale, smoothing, 62M, 15A99, 62M15, 60G17
Anirban Bhattacharya, Debdeep Pati, Yun Yang
Ann. Statist. 47 (1), 39-66, (February 2019) DOI: 10.1214/18-AOS1712
KEYWORDS: posterior contraction, Rényi divergence, misspecified models, PAC-Bayes, Oracle inequality, convex regression, 62G07, 62G20, 60K35
Federico Camerlenghi, Antonio Lijoi, Peter Orbanz, Igor Prünster
Ann. Statist. 47 (1), 67-92, (February 2019) DOI: 10.1214/17-AOS1678
KEYWORDS: Bayesian nonparametrics, distribution theory, hierarchical processes, partition structure, posterior distribution, prediction, Random measures, species sampling models, 60G57, 62G05, 62F15
Alexandra Carpentier, Nicolas Verzelen
Ann. Statist. 47 (1), 93-126, (February 2019) DOI: 10.1214/17-AOS1680
KEYWORDS: Sparsity estimation and testing, composite-composite testing problems, minimax separation distance in testing problems, 62C20, 62G10, 62B10
Yohann De Castro, Fabrice Gamboa, Didier Henrion, Roxana Hess, Jean-Bernard Lasserre
Ann. Statist. 47 (1), 127-155, (February 2019) DOI: 10.1214/18-AOS1683
KEYWORDS: Experimental design, semidefinite programming, Christoffel polynomial, linear model, equivalence theorem, 62K05, 90C25, 41A10, 49M29, 90C90, 15A15
Jia Li, Yunxiao Liu, Dacheng Xiu
Ann. Statist. 47 (1), 156-176, (February 2019) DOI: 10.1214/18-AOS1684
KEYWORDS: high-frequency data, jackknife, Semimartingale, spot volatility, 60F05, 60G44, 62F12
Eddie Aamari, Clément Levrard
Ann. Statist. 47 (1), 177-204, (February 2019) DOI: 10.1214/18-AOS1685
KEYWORDS: Geometric inference, minimax, manifold learning, 62G05, 62C20
Hsin-wen Chang, Ian W. McKeague
Ann. Statist. 47 (1), 205-232, (February 2019) DOI: 10.1214/18-AOS1686
KEYWORDS: empirical likelihood, equivalence test, order-restricted inference, 62G10, 62G20, 62F30
O. V. Lepski, T. Willer
Ann. Statist. 47 (1), 233-287, (February 2019) DOI: 10.1214/18-AOS1687
KEYWORDS: Deconvolution model, Density estimation, Oracle inequality, adaptive estimation, kernel estimators, $\mathbb{L}_{p}$-risk, anisotropic Nikol’skii class, 62G05, 62G20
Thomas B. Berrett, Richard J. Samworth, Ming Yuan
Ann. Statist. 47 (1), 288-318, (February 2019) DOI: 10.1214/18-AOS1688
KEYWORDS: efficiency, Entropy estimation, Kozachenko–Leonenko estimator, weighted nearest neighbours, 62G05, 62G20
Xuan Cao, Kshitij Khare, Malay Ghosh
Ann. Statist. 47 (1), 319-348, (February 2019) DOI: 10.1214/18-AOS1689
KEYWORDS: posterior consistency, High-dimensional data, Bayesian DAG models, Covariance estimation, graph selection, 62F15, 62G20
Tim Patschkowski, Angelika Rohde
Ann. Statist. 47 (1), 349-381, (February 2019) DOI: 10.1214/18-AOS1690
KEYWORDS: local adaptivity, confidence bands in density estimation, 62G07, 62G15
Lynna Chu, Hao Chen
Ann. Statist. 47 (1), 382-414, (February 2019) DOI: 10.1214/18-AOS1691
KEYWORDS: Change-point, graph-based tests, nonparametric, scan statistic, tail probability, High-dimensional data, network data, non-Euclidean data, 62G32, 60K35
Rudrasis Chakraborty, Baba C. Vemuri
Ann. Statist. 47 (1), 415-438, (February 2019) DOI: 10.1214/18-AOS1692
KEYWORDS: homogeneous space, Stiefel manifold, Fréchet mean, Gaussian distribution, 62F12, ‎58A99
Juan A. Cuesta-Albertos, Eduardo García-Portugués, Manuel Febrero-Bande, Wenceslao González-Manteiga
Ann. Statist. 47 (1), 439-467, (February 2019) DOI: 10.1214/18-AOS1693
KEYWORDS: empirical process, functional data, functional linear model, functional principal components, Goodness-of-fit, random projections, 62G10, 62J05, 62G09
Johannes Tewes, Dimitris N. Politis, Daniel J. Nordman
Ann. Statist. 47 (1), 468-496, (February 2019) DOI: 10.1214/18-AOS1695
KEYWORDS: convolution, Mixing, moving blocks, nonstationary, 62G09, 62G20, 62J05, 62M10
Sayan Dasgupta, Yair Goldberg, Michael R. Kosorok
Ann. Statist. 47 (1), 497-526, (February 2019) DOI: 10.1214/18-AOS1696
KEYWORDS: Kernel machines, Support vector machines, Variable selection, recursive feature elimination, 62G20
Jiang Hu, Weiming Li, Zhi Liu, Wang Zhou
Ann. Statist. 47 (1), 527-555, (February 2019) DOI: 10.1214/18-AOS1699
KEYWORDS: Covariance matrix, High-dimensional data, elliptical distribution, sphericity test, 62H15, 62H10
Karl Rohe
Ann. Statist. 47 (1), 556-582, (February 2019) DOI: 10.1214/18-AOS1700
KEYWORDS: stochastic blockmodel, Social network, link-tracing, Galton–Watson, 62D99, 60J20
Hera Y. He, Kinjal Basu, Qingyuan Zhao, Art B. Owen
Ann. Statist. 47 (1), 583-611, (February 2019) DOI: 10.1214/18-AOS1702
KEYWORDS: Discrepancy, gene sets, Hypothesis testing, quasi-Monte Carlo, 62G10, 11K38, 62G09
Zhigang Bao, Jiang Hu, Guangming Pan, Wang Zhou
Ann. Statist. 47 (1), 612-640, (February 2019) DOI: 10.1214/18-AOS1704
KEYWORDS: canonical correlation analysis, random matrices, MANOVA ensemble, High-dimensional data, finite rank perturbation, largest eigenvalues, 62H20, 60B20, 60F99
Fasheng Sun, Yaping Wang, Hongquan Xu
Ann. Statist. 47 (1), 641-661, (February 2019) DOI: 10.1214/18-AOS1705
KEYWORDS: computer experiment, Discrepancy, Latin hypercube design, maximin distance design, space-filling design, uniform design, 62K99, 62K15
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